GoTraddy Blog - Python Algo Trading Tips & Quant Strategies

Matplotlib in Python (Part 2): Advanced Plotting & Customization Guide 34/100 Days

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Matplotlib is a powerful Python library that helps to understand data in a visual way. This tool is very important in algo trading, crypto trading and stock market algorithms. It not only makes data analysis easier, but also makes it easier to create strategies. Scatter plot: Show the relationship of data If you want to […]

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Matplotlib in Python: A Beginner’s Guide to Data Visualization 33/100 Days

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Matplotlib is a powerful Python library that is widely used for data visualization. Creating graphs and charts is essential for effectively analyzing data in algorithmic trading and crypto trading. In this guide, we will discuss the usage of Matplotlib and its various plots that are useful for quantitative traders. What is Matplotlib? Matplotlib is an

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Vectorized String Operations | 32/100 Days of Python Algo Trading

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Hello friends, welcome to Day 32 of 100 Days of Hell with Python Algo Trading. In the last session, we learned about Multi-Indexing and understood it with many good examples. Hope you got everything clear. We also shared some Multiple Choice Questions, Task Questions and a Mini Project, which you must have seen. Today we

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Pivot Table & Melt in Pandas – Algorithmic Trading Python for Quantitative Traders 31/100 Days

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Use of Melt, Pivot Table and String Operations in Python Pandas – Pandas is a very important library for data analysis in Python. In today’s blog, we will discuss three major concepts – Melt Function, Pivot Table, and Vectorized String Operations. These three functions are very useful in data science, machine learning and algorithmic trading.

Pivot Table & Melt in Pandas – Algorithmic Trading Python for Quantitative Traders 31/100 Days Read More »

Multi-Indexing in Pandas: Why is it important for Algo Trading? 30/100 Days

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Multi-Indexing is a very important and powerful feature in Python’s Pandas library, especially when you are doing Algorithmic Trading. Because whenever you fetch data from an API or external source, it mostly comes in Multi-Index form. Let’s understand this in simple language. Series vs DataFrame – Basic Understanding Series is a 1D data structure of

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Mastering Pandas Group By for Algorithmic Trading & Quantitative Analysis 28/100 Days

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The Pandas GroupBy function is an essential tool in data analysis and algorithmic trading. Whether you are building cryptocurrency trading strategies, performing quantitative analysis in the stock market, or backtesting — properly grouping and aggregating data is an essential skill. Role of GroupBy in Algo Trading In algorithmic trading, we often need to group large

Mastering Pandas Group By for Algorithmic Trading & Quantitative Analysis 28/100 Days Read More »

Pandas GroupBy for Algorithmic Trading: Data Aggregation 27/100 Days

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A Powerful Tool for Algo Trading Day – 27 | 100 Days of Hell with Python Algo Trading Series Time is valuable in Algo Trading. Keeping this in mind, in today’s blog, we will learn Pandas GroupBy Object, which not only makes data processing easier but also makes analysis on trading data faster and efficient.

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End-to-End Stock Analysis Using Pandas DataFrames 26/100 Days

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Use of Pandas DataFrame in Algorithmic Trading What is Algorithmic Trading? Algorithmic Trading has become the basis of today’s modern trading system. In this, trading decisions are made automatically with the help of computer programming and data science. In this process, the data is deeply examined and analyzed so that the decision to buy and

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Python Decorators in Algorithmic Trading | Automate Crypto 19/100 Days

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What is Algo Trading and how is it changing the financial market? Algorithmic trading is completely changing today’s financial market. In this, trading is done with the help of computer programs and quantitative techniques, which allow traders to make decisions very quickly and accurately. Especially when you talk about high frequency trading (HFT), every microsecond

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Serialization & Deserialization in Python for Algorithmic Trading 16/100 Days

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Algorithmic Trading with Python: A Revolutionary Start Algorithmic trading has revolutionized today’s financial markets. Now traders can make data-based decisions in just a few seconds. With programming languages like Python, you can now easily automate trading. In this blog, we will discuss the basics of algorithmic trading through Python, best trading software in USA, quantitative

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